Fri.Jan 31, 2020

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Feature Engineering?—?Hypothesis-driven vs. ML-driven

Piyanka Jain

Feature Engineering?—?Hypothesis-driven vs. ML-driven I was talking to a CTO of a Fortune 100 bank this morning and we got talking about feature engineering in AI/ML models. With the advent of ML and AI, many believe that the statistical methods of feature engineering are redundant. For example, in the case of a supervised classification 0/1 problem, many use LASSO now to identify features of importance instead of using the correlation matrix (stat approach).

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Why you Should Build for People, not for Users

Mind the Product

In this blog post, I’ll explain why product managers need to solve user problems in a way that offers a great experience and makes them feel as though they’re understood. At the start of my career as a product manager, I came across a quote from Daniel Pink that has stuck with me over the years: Believe it or not, many people don’t care how awesome your product is.

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Feature Engineering?—?Hypothesis-driven vs. ML-driven

Piyanka Jain

Feature Engineering?—?Hypothesis-driven vs. ML-driven I was talking to a CTO of a Fortune 100 bank this morning and we got talking about feature engineering in AI/ML models. With the advent of ML and AI, many believe that the statistical methods of feature engineering are redundant. For example, in the case of a supervised classification 0/1 problem, many use LASSO now to identify features of importance instead of using the correlation matrix (stat approach).

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TryMyUI vs. UserTesting: An In-Depth Look at 2 Popular Testing Platforms (Plus an Alternative for Participant Recruiting)

UserInterviews

Which is better for your research: UserTesting, TryMyUI, or neither? We explore tooling, participant sourcing, pricing, and more in this comprehensive post.

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Product Management Careers: Job Prospects, Pathways, and Must-Have Skills (2024)

The product management job market in 2024 reflects the fast-growing and ever-evolving nature of the field. For product managers looking to future-proof their careers and take advantage of new opportunities, staying informed about the professional landscape is a smart move. In this comprehensive career guide from Regis College, you’ll learn about: The current job outlook for product managers in 2024 Six professional pathways and the average salaries for these roles in the U.S.

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Product Management 101: User Onboarding

ProductCraft

One of the most — if not the most — important points in a product user’s journey is where it begins. That first step is referred to as onboarding, and it can make or break a user’s experience with a product. After all, you never get a second chance to make a first impression. What. Read more » The post Product Management 101: User Onboarding appeared first on ProductCraft by Pendo.

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3 Non-Obvious Ways To Personalize Your Site For Valentine’s Day

AB Tasty

Valentine’s Day has gone through a few iterations over the years. From the Parks and Recreation championing of “Galentine’s Day,” to a celebration of self-love and singledom, or prioritizing platonic loved-ones like family members—this day is not just for the romantics anymore. But, of course, they still show up, too. This means that marketers need […].

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Using Session Replay Tools to Supercharge Your User Research with Elyse Bogacz

UserInterviews

Seeing what your users are doing in real sessions can help stakeholders build empathy and add to your existing research practice

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Consumer Insights: Mr. Peanut is Dead but Planters Ad Campaign is Thriving

DISQO

Consumer Insights on Mr. Peanut Super Bowl Ad. Super Bowl ads are a high-stakes investment for any brand. At $5.6 million for 30 seconds, Planter’s agency took what some might consider a leap of faith when they made the decision to kill off their 104-year-old mascot, Mr. Peanut, in a fiery crash on January 22, 2020. The ad became a viral sensation with over 6 million views on YouTube and over 2 million views on Twitter.

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Product management and company size

Product Management and Strategic Marketing

A couple of years ago I led a Product Camp Boston discussion about start ups and product management. That got me thinking, is it more important to have product management in a small company or in a large one? Some of my entrepreneur friends claim that they are product managers. After all, they identified a need, did market research and built the product.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Consumer Insights: Mr. Peanut is Dead but Planters Ad Campaign is Thriving

DISQO

Consumer Insights on Mr. Peanut Super Bowl Ad. Super Bowl ads are a high-stakes investment for any brand. At $5.6 million for 30 seconds, Planter’s agency took what some might consider a leap of faith when they made the decision to kill off their 104-year-old mascot, Mr. Peanut, in a fiery crash on January 22, 2020. The ad became a viral sensation with over 6 million views on YouTube and over 2 million views on Twitter.

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Welcome New TSIA Members! January Edition

TSIA

At TSIA, we are dedicated to helping technology organizations both large and small grow and advance in the industry. We’d like to take the opportunity to welcome our newest members, as well as acknowledge companies already a part of the TSIA community who have recently expanded their membership to include additional research practices TSIA has to offer.

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3 Killer Prioritization Techniques for Building a Great Marketing Strategy

airfocus

What are the best prioritization methods for ranking your marketing activities? Here are prioritization techniques for building a great marketing strategy.

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How Can Intent Data Increase Sales Conversions?

DemandMatrix

Buyer intent data is probably the most underrated concept of our times.

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Platform Product Management Beyond Features: Introducing B-MAP for Platform Ecosystem Success

Traditional PM struggles with the complexities of platform ecosystems. B-MAP framework tackles this challenge. B-MAP goes beyond features, focusing on building, managing, adapting, and partnering to foster a thriving platform ecosystem.

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Software Pricing Demystified | Rich Mironov, Smokejumper Product Executive | BoS Europe 2019

Business of Software Conference

Rich Mironov, Smokejumper Product Executive. You can spend as much as you want on developing a product, but no one cares how much you spend – they only care about it’s value. You can’t sell a product until it’s built and usable and the developers need paid to create the product, so how do software business make money if they are out of pocket before they even start?

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User Experience is Top of Mind for IT Executives Today

eG Innovations

Today’s workforce is rapidly experiencing a cultural revolution. As businesses continue to adopt IT for their core operations and processes, it is more important than ever for IT applications to be reliable and to deliver great performance. Poor application performance results in a loss in business productivity, which in turn has a direct impact on revenues, affects customer satisfaction and tarnishes brand reputation.